Chen Wang (王 琛) Associate Professor ACM / IEEE / CCF Senior Member School of Electronic Information and Communications Huazhong University of Science and Technology Wuhan, Hubei, 430074 P.R. China Email:   dr.chen.wang@ieee.org (for research)        chenwang@hust.edu.cn (for teaching) Office:  Room C-309, East #17 Building, HUST

[Biography] [Students] [Grants] [Publications] [Awards] [Activities] [Courses] [Misc]

Short Biography

I am currently an Associate Professor at School of Electronic Information and Communications (EIC), Huazhong University of Science and Technology (HUST), P. R. China. I obtained my B.S. and Ph.D. degrees from Department of Automation, Wuhan University (WHU), P. R. China, in 2008 and 2013, respectively. From Jun. 2013 to Jan. 2018, I was a Post-Doctoral Research Fellow at School of EIC, HUST, working with Prof. Hongbo Jiang. I am broadly interested in Internet of Things, computational intelligence, data mining, and mobile computing, with a recent focus on three major research fronts:

• Adversarial patterns and countermeasures in machine learning.
• Privacy enhancing technologies in distributed intelligent systems.
• Big data analytics for geographical modelling, analysis and mining.

Openings. I am looking for highly self-motivated Ph.D./M.S. students who are strongly committed to cutting-edge research on the intersection of security, privacy and machine learning. Experienced in machine learning with solid background in programming is a big plus. If you are interested, drop me an email at dr.chen.wang@ieee.org.

Current Students [Full List]

• Ph.D. Students
  • Tianlong Xu (2022~, M.S. from HUST)
  • Min Chen (2021~, M.S. from CUG)
• M.S. Students
  • Wenfei Zhang (2025~, B.S. from CUG)
  • Yanan Sun (2024~, B.S. from HUST)
  • Xijie Wang (2023~, B.S. from SHU)
  • Weizhuo Gao (2022~, B.S. from HUST)
  • Yuan Gao (2022~, B.S. from CUG)
  • Lishuai Hou (2022~, B.S. from DLUT)
  • Wenlong Shi (2022~, B.S. from WHUT)
  • Yuxi Zhu (2022~, B.S. from WHUT)

Research Grants

• National Natural Science Foundation of China (General Program), No.62272183, 1/2023-12/2026, PI
• National Natural Science Foundation of China (General Program), No.61872416, 1/2019-12/2022, PI
• Fundamental Research Funds for the Central Universities of China, No.2019kfyXJJS017, 1/2019-12/2021, PI
• National Natural Science Foundation of China (Youth Program), No.61502192, 1/2016-12/2018, PI
• China Postdoctoral Science Foundation (Special Grant), No.2017T100556, 6/2017-12/2017, PI
• China Postdoctoral Science Foundation (General Program, First Class), No.2014M560608, 9/2014-9/2017, PI
• CCF-Tencent Rhino-Bird Creativity Fund, No.IAGR20160111, 9/2016-8/2017, PI

Selected Publications [Full List] [Google Scholar]

• [TSC] Haibo Liu, Jianfeng Lu, Xiong Wang, Chen Wang, Riheng Jia, Minglu Li. FedUP: Bridging Fairness and Efficiency in Cross-Silo Federated Learning. IEEE Transactions on Services Computing. Accepted for publication. DOI: 10.1109/TSC.2024.3489437.
• [NeurIPS] Tianlong Xu, Chen Wang, Gaoyang Liu, Yang Yang, Kai Peng, Wei Liu. United We Stand, Divided We Fall: Fingerprinting Deep Neural Networks via Adversarial Trajectories. In Proc. of 38 Annual Conference on Neural Information Processing Systems, Vancouver, Canada, 2024. (code)
• [NMI] Gaoyang Liu, Chen Wang, Tian Xia. Differential Privacy in AI: Shielding Sensitive Medical Imaging Data. Nature Machine Intelligence. 2024, 6: 742-743. (News & Views)
• [TIFS] Gaoyang Liu, Tianlong Xu, Rui Zhang, Zixiong Wang, Chen Wang, Ling Liu. Gradient-Leaks: Enabling Black-box Membership Inference Attacks against Machine Learning Models. IEEE Transactions on Information Forensics and Security. 2024, 19: 427-440. (code)
• [TIFS] Jian Chen, Yuan Gao, Gaoyang Liu, Ahmed M. Abdelmoniem, Chen Wang. Manipulating Pretrained Encoder for Targeted Poisoning Attacks in Contrastive Learning. IEEE Transactions on Information Forensics and Security. 2024, 19: 2412-2424. (code)
• [TMC] Chen Wang, Mengting Yuan, Yang Yang, Kai Peng, Hongbo Jiang. Revisiting Long- and Short-Term Preference Learning for Next POI Recommendation with Hierarchical LSTM. IEEE Transactions on Mobile Computing. 2024, 23(12): 12693-12705. (code)
• [TMC] Haojun Huang, Fengxiang Ding, Hao Yin, Gaoyang Liu, Chen Wang, Dapeng Oliver Wu. EgoMUIL: Enhancing Spatio-temporal User Identity Linkage in Location-Based Social Networks with Ego-Mo Hypergraph. IEEE Transactions on Mobile Computing. 2024, 23(8): 8341-8354.
• [CVPR] Min Chen, Weizhuo Gao, Gaoyang Liu, Kai Peng, Chen Wang. Boundary Unlearning: Rapid Forgetting of Deep Networks via Shifting the Decision Boundary. In Proc. of 34th IEEE/CVF Conference on Computer Vision and Pattern Recognition, Vancouver, Canada, 2023. (arXiv; code)
• [TIFS] Gaoyang Liu, Zehao Tian, Jian Chen, Chen Wang, Jiangchuan Liu. TEAR: Exploring Temporal Evolution of Adversarial Robustness for Membership Inference Attacks against Federated Learning. IEEE Transactions on Information Forensics and Security. 2023, 18: 4996-5010. (code)
• [TIFS] Zehao Tian, Zixiong Wang, Ahmed M. Abdelmoniem, Gaoyang Liu, Chen Wang. Knowledge Representation of Training Data with Adversarial Examples Supporting Decision Boundary. IEEE Transactions on Information Forensics and Security. 2023, 18: 4116-4127. (code)
• [TDSC] Lan Liu, Yi Wang, Gaoyang Liu, Kai Peng, Chen Wang. Membership Inference Attacks against Machine Learning Models via Prediction Sensitivity. IEEE Transactions on Dependable and Secure Computing. 2023, 20(3): 2341-2347. (code)
• [TSC] Chen Wang, Mengting Yuan, Rui Zhang, Kai Peng, Ling Liu. Efficient Piont-of-Interest Recommendation Services with Heterogenous Hypergraph Embedding. IEEE Transactions on Services Computing. 2023, 16(2): 1132-1143. (code)
• [TMC] Xiaoqiang Ma, Fengxiang Ding, Kai Peng, Yang Yang, Chen Wang. CP-Link: Exploiting Continuous Spatio-Temporal Check-in Patterns for User Identity Linkage. IEEE Transactions on Mobile Computing. 2023, 22(8): 4594-4606.
• [TIFS] Gaoyang Liu, Tianlong Xu, Xiaoqiang Ma, Chen Wang. Your Model Trains on My Data? Protecting Intellectual Property of Training Data via Membership Fingerprint Authentication. IEEE Transactions on Information Forensics and Security. 2022, 17: 1024-1037. (code)
• [CIKM] Xuxin Zhang, Di Wang, Dehong Gao, Wen Jiang, Wei Ning, Yang Zhou, Chen Wang. Revisiting Cold-Start Problem in CTR Prediction: Augmenting Embedding via GAN. In Proc. of 31st ACM International Conference on Information and Knowledge Management, Atlanta, Georgia, USA, 2022. (code)
• [TIFS] Jian Chen, Xuxin Zhang, Rui Zhang, Chen Wang, Ling Liu. De-Pois: An Attack-Agnostic Defense against Data Poisoning Attacks. IEEE Transactions on Information Forensics and Security. 2021, 16: 3412-3425. (code)
• [TIFS] Xuxin Zhang, Jian Chen, Rui Zhang, Chen Wang, Ling Liu. Attacking Recommender Systems with Plausible Profiles. IEEE Transactions on Information Forensics and Security. 2021, 16: 4788-4800. (code)
• [IWQoS] Gaoyang Liu, Xiaoqiang Ma, Yang Yang, Chen Wang, Jiangchuan Liu. FedEraser: Enabling Efficient Client-Level Data Removal from Federated Learning Models. In Proc. of 29th IEEE/ACM International Symposium on Quality of Service, Tokyo, Japan (Virtual Conference), 2021. (arXiv; code)

Honors and Awards

• Third Prize, Privacy Computing and Data Security Challenge, TC-BDSP, CIPSC, 2022
• Excellent Undergraduate Class Advisor, HUST, 2020
• Yellow Crane Talents (Excellent Young Scholar), Wuhan Municipal Government, 2019
• One of the Best Papers, 20th IEEE MDM, 2019
• Top Peer Reviewer Award, Web of Science Group, Clarivate Analytics, 2019
• Natural Science Award (Second Prize, 3/3), Hunan Provincial Government, 2018
• 100 Representative Grantees, China Postdoctoral Science Foundation, 2018
• Distinguished ACM China Lecturer, ACM TURC 2017

Professional Activities

• Membership
  • Senior Member, IEEE (2019-present); Member, IEEE (2013-2018); Student Member (2010-2013)
  • Senior Member, ACM (2019-present); Member, ACM (2014-2018)
  • Senior Member, CCF (2019-present); Member, CCF (2014-2018)
• Editorial Board Member
  • Chinese Journal of Cyber Security (2024-present)
  • Springer Cybersecurity (2024-present)
  • Springer Discover Data (2024-present)
  • Frontiers in Big Data - Cybersecurity and Privacy Section (2022-present)
  • International Journal of Information Security and Privacy (2020-present)
  • International Journal of Intelligent Networks (2019-2024)
• Conference Organizing Committee Member
  • DSIT 2024 (Publicity Chair), 7th Intl Conf. on Data Science and Information Technology
  • ICECI 2023 (PC Chair), 4th Intl Conf. on Edge Computing and IoT: Systems, Management and Security
  • INCC 2023 (Publicity Chair), Intl Conf. on Information Network and Computer Communications
  • ICIBE 2022 (PC Chair), 8th Intl Conf. on Industrial and Business Engineering
  • ICCC 2022 (Regional Chair), 8th Intl Conf. on Computer and Communications
  • TrustCom 2021 (Local Chair), 20th IEEE Intl Conf. on Trust, Security and Privacy in Comput. and Comm.
  • ICCBD 2021 (PC Co-Chair), 4th Intl Conf. on Computing and Big Data
  • ICBCT 2020 (PC Chair), Intl Conf. on Blockchain Technology
• Conference Program Committee Member
  • 2025: ICLR, AAAI, AISTATS, ICASSP, WCNC, ICIN, BDPC
  • 2024: NeurIPS, AAAI, IJCAI, CHI, CSCW, ECCV, ICWSM, ICASSP, WISE, WCNC, TrustCom, HPCC, VTC, IRI
  • 2023: AAAI, ICWSM, ICASSP, ICICS, WCNC, TrustCom, ISPA, VTC, IRI, EUC, ICIN, CSCN, APCC, SocialCom
  • 2022: ICWSM, WCNC, TrustCom, HPCC, ICIN, CSCN, CICN, ICDIS, ICCT, ICNIT, CSNT, ARCI, CSAE, 3ICT
  • 2021: WCNC, ICIN, IUCC, CIT, AICCSA, EUC, ICCT, ICCC, ICCSN, ARCI, WF-5G, 3ICT
  • 2020: ICIN, ISPA, CollaborateCom, SustainCom, ICCT, CICN, ICCC, ICCSN, WF-5G, 3ICT
• Journal Reviewer
  • IEEE Transactions on Pattern Analysis and Machine Intelligence
  • IEEE Transactions on Information Forensics and Security
  • IEEE/ACM Transactions on Networking
  • IEEE Transactions on Mobile Computing
  • IEEE Transactions on Knowledge and Data Engineering
  • IEEE Transactions on Services Computing
  • IEEE Transactions on Computers
  • IEEE Transactions on Neural Networks and Learning Systems
  • IEEE Transactions on Computational Social Systems
  • IEEE Transactions on Network Science and Engineering
  • IEEE Transactions on Network and Service Management
  • IEEE Transactions on Sustainable Computing
  • IEEE Transactions on Green Communications and Networking
  • IEEE Transactions on Cognitive Communications and Networking
  • IEEE Transactions on Emerging Topics in Computational Intelligence
  • IEEE Transactions on Intelligent Transportation Systems
  • IEEE Transactions on Intelligent Vehicles
  • IEEE Transactions on Consumer Electronics
  • ACM Computing Surveys
  • ACM Transactions on Internet Technology
  • ACM Transactions on Embedded Computing Systems
  • ACM Transactions on Multimedia Computing Communications and Applications
  • ACM Transactions on Asian and Low-Resource Language Information Processing
  • Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (ACM UbiComp)

Courses

• Computer Networks
  • Undergraduate Course, Fall 2022, 2023, 2024
  • Textbook: Computer Networks: A Systems Approach (6th Edition)
  • Reference: Computer Networking: A Top-Down Approach (8th Edition)
• Internet of Things
  • Undergraduate Course, Spring 2019, 2020, 2021, 2022, 2023, 2024
  • Textbook: Introduction to Internet of Things (4th Edition)
  • Reference: Introduction to Mobile Internet (4th Edition)

Misc

• CCF Publication Ranking
• Influential Security Papers
• Awesome Federated Learning
• Awesome Machine Unlearning
• Advice on Research and Writing
• Best Paper Awards in Computer Science
• Computer Security Conference Ranking and Statistic
• Some Modest Advice for Graduate Students (in Chinese)
• A Reading List for Large Model Safety, Security, and Privacy
• IEEE Computer Society Technical Committee on Security and Privacy

Last updated: 2024-11